A cold sweat slicked down Leo’s back. He hunched deeper into the shadows of the alley, the damp brick clinging to his borrowed clothes. The neon sign of the bar across the street pulsed with an erratic rhythm, mirroring the frantic beat in his chest. His heart hammered a violent tattoo against his ribs.

He hadn't signed the papers. He’d never agreed. Yet, there it was, the massive mural splashed across the bar’s facade, in his style, in his name. It was like a ghost of him, a distorted echo, staring down at him with those vibrant colours and aggressive lines. He pressed his face against his knees, wanting to disappear.

A couple strolled past, pointing and laughing. He heard them comment, “Amazing artist.” He wanted to run, to scream, to explain. He swallowed, the words stuck in his throat, a bitter lump.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294